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Analyzing the dynamics of online learning in over-parameterized two-layer neural networks
Sebastian Goldt
Author Information
Sebastian Goldt (Institut de physique théorique (IPhT))
I'm an assistant professor working on theories of learning in neural networks.
More from the Same Authors
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2023 Poster: Neural networks trained with SGD learn distributions of increasing complexity »
Maria Refinetti · Alessandro Ingrosso · Sebastian Goldt -
2022 Poster: The dynamics of representation learning in shallow, non-linear autoencoders »
Maria Refinetti · Sebastian Goldt -
2022 Poster: Maslow's Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation »
Sebastian Lee · Stefano Sarao Mannelli · Claudia Clopath · Sebastian Goldt · Andrew Saxe -
2022 Spotlight: Maslow's Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation »
Sebastian Lee · Stefano Sarao Mannelli · Claudia Clopath · Sebastian Goldt · Andrew Saxe -
2022 Spotlight: The dynamics of representation learning in shallow, non-linear autoencoders »
Maria Refinetti · Sebastian Goldt -
2021 Poster: Classifying high-dimensional Gaussian mixtures: Where kernel methods fail and neural networks succeed »
Maria Refinetti · Sebastian Goldt · FLORENT KRZAKALA · Lenka Zdeborova -
2021 Poster: Align, then memorise: the dynamics of learning with feedback alignment »
Maria Refinetti · Stéphane d'Ascoli · Ruben Ohana · Sebastian Goldt -
2021 Spotlight: Align, then memorise: the dynamics of learning with feedback alignment »
Maria Refinetti · Stéphane d'Ascoli · Ruben Ohana · Sebastian Goldt -
2021 Spotlight: Classifying high-dimensional Gaussian mixtures: Where kernel methods fail and neural networks succeed »
Maria Refinetti · Sebastian Goldt · FLORENT KRZAKALA · Lenka Zdeborova -
2021 Poster: Continual Learning in the Teacher-Student Setup: Impact of Task Similarity »
Sebastian Lee · Sebastian Goldt · Andrew Saxe -
2021 Spotlight: Continual Learning in the Teacher-Student Setup: Impact of Task Similarity »
Sebastian Lee · Sebastian Goldt · Andrew Saxe -
2019 : Poster discussion »
Roman Novak · Maxime Gabella · Frederic Dreyer · Siavash Golkar · Anh Tong · Irina Higgins · Mirco Milletari · Joe Antognini · Sebastian Goldt · Adín Ramírez Rivera · Roberto Bondesan · Ryo Karakida · Remi Tachet des Combes · Michael Mahoney · Nicholas Walker · Stanislav Fort · Samuel Smith · Rohan Ghosh · Aristide Baratin · Diego Granziol · Stephen Roberts · Dmitry Vetrov · Andrew Wilson · César Laurent · Valentin Thomas · Simon Lacoste-Julien · Dar Gilboa · Daniel Soudry · Anupam Gupta · Anirudh Goyal · Yoshua Bengio · Erich Elsen · Soham De · Stanislaw Jastrzebski · Charles H Martin · Samira Shabanian · Aaron Courville · Shorato Akaho · Lenka Zdeborova · Ethan Dyer · Maurice Weiler · Pim de Haan · Taco Cohen · Max Welling · Ping Luo · zhanglin peng · Nasim Rahaman · Loic Matthey · Danilo J. Rezende · Jaesik Choi · Kyle Cranmer · Lechao Xiao · Jaehoon Lee · Yasaman Bahri · Jeffrey Pennington · Greg Yang · Jiri Hron · Jascha Sohl-Dickstein · Guy Gur-Ari